dir.create("notes_rmarkdown")
## Warning in dir.create("notes_rmarkdown"): 'notes_rmarkdown' already exists
Coding stuff: (mpg dataset)
library(tidyverse)
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## ✔ tibble 3.1.8 ✔ dplyr 1.0.10
## ✔ tidyr 1.3.0 ✔ stringr 1.5.0
## ✔ readr 2.1.3 ✔ forcats 0.5.2
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## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
library(kableExtra)
## Warning: package 'kableExtra' was built under R version 4.2.3
##
## Attaching package: 'kableExtra'
##
## The following object is masked from 'package:dplyr':
##
## group_rows
library(plotly)
##
## Attaching package: 'plotly'
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## The following object is masked from 'package:ggplot2':
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## last_plot
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## The following object is masked from 'package:stats':
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## filter
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## layout
mpg %>%
kable() %>%
kable_classic(lightable_options = 'hover') %>%
scroll_box(width="500px", height= "200px")
| manufacturer | model | displ | year | cyl | trans | drv | cty | hwy | fl | class |
|---|---|---|---|---|---|---|---|---|---|---|
| audi | a4 | 1.8 | 1999 | 4 | auto(l5) | f | 18 | 29 | p | compact |
| audi | a4 | 1.8 | 1999 | 4 | manual(m5) | f | 21 | 29 | p | compact |
| audi | a4 | 2.0 | 2008 | 4 | manual(m6) | f | 20 | 31 | p | compact |
| audi | a4 | 2.0 | 2008 | 4 | auto(av) | f | 21 | 30 | p | compact |
| audi | a4 | 2.8 | 1999 | 6 | auto(l5) | f | 16 | 26 | p | compact |
| audi | a4 | 2.8 | 1999 | 6 | manual(m5) | f | 18 | 26 | p | compact |
| audi | a4 | 3.1 | 2008 | 6 | auto(av) | f | 18 | 27 | p | compact |
| audi | a4 quattro | 1.8 | 1999 | 4 | manual(m5) | 4 | 18 | 26 | p | compact |
| audi | a4 quattro | 1.8 | 1999 | 4 | auto(l5) | 4 | 16 | 25 | p | compact |
| audi | a4 quattro | 2.0 | 2008 | 4 | manual(m6) | 4 | 20 | 28 | p | compact |
| audi | a4 quattro | 2.0 | 2008 | 4 | auto(s6) | 4 | 19 | 27 | p | compact |
| audi | a4 quattro | 2.8 | 1999 | 6 | auto(l5) | 4 | 15 | 25 | p | compact |
| audi | a4 quattro | 2.8 | 1999 | 6 | manual(m5) | 4 | 17 | 25 | p | compact |
| audi | a4 quattro | 3.1 | 2008 | 6 | auto(s6) | 4 | 17 | 25 | p | compact |
| audi | a4 quattro | 3.1 | 2008 | 6 | manual(m6) | 4 | 15 | 25 | p | compact |
| audi | a6 quattro | 2.8 | 1999 | 6 | auto(l5) | 4 | 15 | 24 | p | midsize |
| audi | a6 quattro | 3.1 | 2008 | 6 | auto(s6) | 4 | 17 | 25 | p | midsize |
| audi | a6 quattro | 4.2 | 2008 | 8 | auto(s6) | 4 | 16 | 23 | p | midsize |
| chevrolet | c1500 suburban 2wd | 5.3 | 2008 | 8 | auto(l4) | r | 14 | 20 | r | suv |
| chevrolet | c1500 suburban 2wd | 5.3 | 2008 | 8 | auto(l4) | r | 11 | 15 | e | suv |
| chevrolet | c1500 suburban 2wd | 5.3 | 2008 | 8 | auto(l4) | r | 14 | 20 | r | suv |
| chevrolet | c1500 suburban 2wd | 5.7 | 1999 | 8 | auto(l4) | r | 13 | 17 | r | suv |
| chevrolet | c1500 suburban 2wd | 6.0 | 2008 | 8 | auto(l4) | r | 12 | 17 | r | suv |
| chevrolet | corvette | 5.7 | 1999 | 8 | manual(m6) | r | 16 | 26 | p | 2seater |
| chevrolet | corvette | 5.7 | 1999 | 8 | auto(l4) | r | 15 | 23 | p | 2seater |
| chevrolet | corvette | 6.2 | 2008 | 8 | manual(m6) | r | 16 | 26 | p | 2seater |
| chevrolet | corvette | 6.2 | 2008 | 8 | auto(s6) | r | 15 | 25 | p | 2seater |
| chevrolet | corvette | 7.0 | 2008 | 8 | manual(m6) | r | 15 | 24 | p | 2seater |
| chevrolet | k1500 tahoe 4wd | 5.3 | 2008 | 8 | auto(l4) | 4 | 14 | 19 | r | suv |
| chevrolet | k1500 tahoe 4wd | 5.3 | 2008 | 8 | auto(l4) | 4 | 11 | 14 | e | suv |
| chevrolet | k1500 tahoe 4wd | 5.7 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | r | suv |
| chevrolet | k1500 tahoe 4wd | 6.5 | 1999 | 8 | auto(l4) | 4 | 14 | 17 | d | suv |
| chevrolet | malibu | 2.4 | 1999 | 4 | auto(l4) | f | 19 | 27 | r | midsize |
| chevrolet | malibu | 2.4 | 2008 | 4 | auto(l4) | f | 22 | 30 | r | midsize |
| chevrolet | malibu | 3.1 | 1999 | 6 | auto(l4) | f | 18 | 26 | r | midsize |
| chevrolet | malibu | 3.5 | 2008 | 6 | auto(l4) | f | 18 | 29 | r | midsize |
| chevrolet | malibu | 3.6 | 2008 | 6 | auto(s6) | f | 17 | 26 | r | midsize |
| dodge | caravan 2wd | 2.4 | 1999 | 4 | auto(l3) | f | 18 | 24 | r | minivan |
| dodge | caravan 2wd | 3.0 | 1999 | 6 | auto(l4) | f | 17 | 24 | r | minivan |
| dodge | caravan 2wd | 3.3 | 1999 | 6 | auto(l4) | f | 16 | 22 | r | minivan |
| dodge | caravan 2wd | 3.3 | 1999 | 6 | auto(l4) | f | 16 | 22 | r | minivan |
| dodge | caravan 2wd | 3.3 | 2008 | 6 | auto(l4) | f | 17 | 24 | r | minivan |
| dodge | caravan 2wd | 3.3 | 2008 | 6 | auto(l4) | f | 17 | 24 | r | minivan |
| dodge | caravan 2wd | 3.3 | 2008 | 6 | auto(l4) | f | 11 | 17 | e | minivan |
| dodge | caravan 2wd | 3.8 | 1999 | 6 | auto(l4) | f | 15 | 22 | r | minivan |
| dodge | caravan 2wd | 3.8 | 1999 | 6 | auto(l4) | f | 15 | 21 | r | minivan |
| dodge | caravan 2wd | 3.8 | 2008 | 6 | auto(l6) | f | 16 | 23 | r | minivan |
| dodge | caravan 2wd | 4.0 | 2008 | 6 | auto(l6) | f | 16 | 23 | r | minivan |
| dodge | dakota pickup 4wd | 3.7 | 2008 | 6 | manual(m6) | 4 | 15 | 19 | r | pickup |
| dodge | dakota pickup 4wd | 3.7 | 2008 | 6 | auto(l4) | 4 | 14 | 18 | r | pickup |
| dodge | dakota pickup 4wd | 3.9 | 1999 | 6 | auto(l4) | 4 | 13 | 17 | r | pickup |
| dodge | dakota pickup 4wd | 3.9 | 1999 | 6 | manual(m5) | 4 | 14 | 17 | r | pickup |
| dodge | dakota pickup 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 14 | 19 | r | pickup |
| dodge | dakota pickup 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 14 | 19 | r | pickup |
| dodge | dakota pickup 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 9 | 12 | e | pickup |
| dodge | dakota pickup 4wd | 5.2 | 1999 | 8 | manual(m5) | 4 | 11 | 17 | r | pickup |
| dodge | dakota pickup 4wd | 5.2 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | r | pickup |
| dodge | durango 4wd | 3.9 | 1999 | 6 | auto(l4) | 4 | 13 | 17 | r | suv |
| dodge | durango 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 13 | 17 | r | suv |
| dodge | durango 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 9 | 12 | e | suv |
| dodge | durango 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 13 | 17 | r | suv |
| dodge | durango 4wd | 5.2 | 1999 | 8 | auto(l4) | 4 | 11 | 16 | r | suv |
| dodge | durango 4wd | 5.7 | 2008 | 8 | auto(l5) | 4 | 13 | 18 | r | suv |
| dodge | durango 4wd | 5.9 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | r | suv |
| dodge | ram 1500 pickup 4wd | 4.7 | 2008 | 8 | manual(m6) | 4 | 12 | 16 | r | pickup |
| dodge | ram 1500 pickup 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 9 | 12 | e | pickup |
| dodge | ram 1500 pickup 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 13 | 17 | r | pickup |
| dodge | ram 1500 pickup 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 13 | 17 | r | pickup |
| dodge | ram 1500 pickup 4wd | 4.7 | 2008 | 8 | manual(m6) | 4 | 12 | 16 | r | pickup |
| dodge | ram 1500 pickup 4wd | 4.7 | 2008 | 8 | manual(m6) | 4 | 9 | 12 | e | pickup |
| dodge | ram 1500 pickup 4wd | 5.2 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | r | pickup |
| dodge | ram 1500 pickup 4wd | 5.2 | 1999 | 8 | manual(m5) | 4 | 11 | 16 | r | pickup |
| dodge | ram 1500 pickup 4wd | 5.7 | 2008 | 8 | auto(l5) | 4 | 13 | 17 | r | pickup |
| dodge | ram 1500 pickup 4wd | 5.9 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | r | pickup |
| ford | expedition 2wd | 4.6 | 1999 | 8 | auto(l4) | r | 11 | 17 | r | suv |
| ford | expedition 2wd | 5.4 | 1999 | 8 | auto(l4) | r | 11 | 17 | r | suv |
| ford | expedition 2wd | 5.4 | 2008 | 8 | auto(l6) | r | 12 | 18 | r | suv |
| ford | explorer 4wd | 4.0 | 1999 | 6 | auto(l5) | 4 | 14 | 17 | r | suv |
| ford | explorer 4wd | 4.0 | 1999 | 6 | manual(m5) | 4 | 15 | 19 | r | suv |
| ford | explorer 4wd | 4.0 | 1999 | 6 | auto(l5) | 4 | 14 | 17 | r | suv |
| ford | explorer 4wd | 4.0 | 2008 | 6 | auto(l5) | 4 | 13 | 19 | r | suv |
| ford | explorer 4wd | 4.6 | 2008 | 8 | auto(l6) | 4 | 13 | 19 | r | suv |
| ford | explorer 4wd | 5.0 | 1999 | 8 | auto(l4) | 4 | 13 | 17 | r | suv |
| ford | f150 pickup 4wd | 4.2 | 1999 | 6 | auto(l4) | 4 | 14 | 17 | r | pickup |
| ford | f150 pickup 4wd | 4.2 | 1999 | 6 | manual(m5) | 4 | 14 | 17 | r | pickup |
| ford | f150 pickup 4wd | 4.6 | 1999 | 8 | manual(m5) | 4 | 13 | 16 | r | pickup |
| ford | f150 pickup 4wd | 4.6 | 1999 | 8 | auto(l4) | 4 | 13 | 16 | r | pickup |
| ford | f150 pickup 4wd | 4.6 | 2008 | 8 | auto(l4) | 4 | 13 | 17 | r | pickup |
| ford | f150 pickup 4wd | 5.4 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | r | pickup |
| ford | f150 pickup 4wd | 5.4 | 2008 | 8 | auto(l4) | 4 | 13 | 17 | r | pickup |
| ford | mustang | 3.8 | 1999 | 6 | manual(m5) | r | 18 | 26 | r | subcompact |
| ford | mustang | 3.8 | 1999 | 6 | auto(l4) | r | 18 | 25 | r | subcompact |
| ford | mustang | 4.0 | 2008 | 6 | manual(m5) | r | 17 | 26 | r | subcompact |
| ford | mustang | 4.0 | 2008 | 6 | auto(l5) | r | 16 | 24 | r | subcompact |
| ford | mustang | 4.6 | 1999 | 8 | auto(l4) | r | 15 | 21 | r | subcompact |
| ford | mustang | 4.6 | 1999 | 8 | manual(m5) | r | 15 | 22 | r | subcompact |
| ford | mustang | 4.6 | 2008 | 8 | manual(m5) | r | 15 | 23 | r | subcompact |
| ford | mustang | 4.6 | 2008 | 8 | auto(l5) | r | 15 | 22 | r | subcompact |
| ford | mustang | 5.4 | 2008 | 8 | manual(m6) | r | 14 | 20 | p | subcompact |
| honda | civic | 1.6 | 1999 | 4 | manual(m5) | f | 28 | 33 | r | subcompact |
| honda | civic | 1.6 | 1999 | 4 | auto(l4) | f | 24 | 32 | r | subcompact |
| honda | civic | 1.6 | 1999 | 4 | manual(m5) | f | 25 | 32 | r | subcompact |
| honda | civic | 1.6 | 1999 | 4 | manual(m5) | f | 23 | 29 | p | subcompact |
| honda | civic | 1.6 | 1999 | 4 | auto(l4) | f | 24 | 32 | r | subcompact |
| honda | civic | 1.8 | 2008 | 4 | manual(m5) | f | 26 | 34 | r | subcompact |
| honda | civic | 1.8 | 2008 | 4 | auto(l5) | f | 25 | 36 | r | subcompact |
| honda | civic | 1.8 | 2008 | 4 | auto(l5) | f | 24 | 36 | c | subcompact |
| honda | civic | 2.0 | 2008 | 4 | manual(m6) | f | 21 | 29 | p | subcompact |
| hyundai | sonata | 2.4 | 1999 | 4 | auto(l4) | f | 18 | 26 | r | midsize |
| hyundai | sonata | 2.4 | 1999 | 4 | manual(m5) | f | 18 | 27 | r | midsize |
| hyundai | sonata | 2.4 | 2008 | 4 | auto(l4) | f | 21 | 30 | r | midsize |
| hyundai | sonata | 2.4 | 2008 | 4 | manual(m5) | f | 21 | 31 | r | midsize |
| hyundai | sonata | 2.5 | 1999 | 6 | auto(l4) | f | 18 | 26 | r | midsize |
| hyundai | sonata | 2.5 | 1999 | 6 | manual(m5) | f | 18 | 26 | r | midsize |
| hyundai | sonata | 3.3 | 2008 | 6 | auto(l5) | f | 19 | 28 | r | midsize |
| hyundai | tiburon | 2.0 | 1999 | 4 | auto(l4) | f | 19 | 26 | r | subcompact |
| hyundai | tiburon | 2.0 | 1999 | 4 | manual(m5) | f | 19 | 29 | r | subcompact |
| hyundai | tiburon | 2.0 | 2008 | 4 | manual(m5) | f | 20 | 28 | r | subcompact |
| hyundai | tiburon | 2.0 | 2008 | 4 | auto(l4) | f | 20 | 27 | r | subcompact |
| hyundai | tiburon | 2.7 | 2008 | 6 | auto(l4) | f | 17 | 24 | r | subcompact |
| hyundai | tiburon | 2.7 | 2008 | 6 | manual(m6) | f | 16 | 24 | r | subcompact |
| hyundai | tiburon | 2.7 | 2008 | 6 | manual(m5) | f | 17 | 24 | r | subcompact |
| jeep | grand cherokee 4wd | 3.0 | 2008 | 6 | auto(l5) | 4 | 17 | 22 | d | suv |
| jeep | grand cherokee 4wd | 3.7 | 2008 | 6 | auto(l5) | 4 | 15 | 19 | r | suv |
| jeep | grand cherokee 4wd | 4.0 | 1999 | 6 | auto(l4) | 4 | 15 | 20 | r | suv |
| jeep | grand cherokee 4wd | 4.7 | 1999 | 8 | auto(l4) | 4 | 14 | 17 | r | suv |
| jeep | grand cherokee 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 9 | 12 | e | suv |
| jeep | grand cherokee 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 14 | 19 | r | suv |
| jeep | grand cherokee 4wd | 5.7 | 2008 | 8 | auto(l5) | 4 | 13 | 18 | r | suv |
| jeep | grand cherokee 4wd | 6.1 | 2008 | 8 | auto(l5) | 4 | 11 | 14 | p | suv |
| land rover | range rover | 4.0 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | p | suv |
| land rover | range rover | 4.2 | 2008 | 8 | auto(s6) | 4 | 12 | 18 | r | suv |
| land rover | range rover | 4.4 | 2008 | 8 | auto(s6) | 4 | 12 | 18 | r | suv |
| land rover | range rover | 4.6 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | p | suv |
| lincoln | navigator 2wd | 5.4 | 1999 | 8 | auto(l4) | r | 11 | 17 | r | suv |
| lincoln | navigator 2wd | 5.4 | 1999 | 8 | auto(l4) | r | 11 | 16 | p | suv |
| lincoln | navigator 2wd | 5.4 | 2008 | 8 | auto(l6) | r | 12 | 18 | r | suv |
| mercury | mountaineer 4wd | 4.0 | 1999 | 6 | auto(l5) | 4 | 14 | 17 | r | suv |
| mercury | mountaineer 4wd | 4.0 | 2008 | 6 | auto(l5) | 4 | 13 | 19 | r | suv |
| mercury | mountaineer 4wd | 4.6 | 2008 | 8 | auto(l6) | 4 | 13 | 19 | r | suv |
| mercury | mountaineer 4wd | 5.0 | 1999 | 8 | auto(l4) | 4 | 13 | 17 | r | suv |
| nissan | altima | 2.4 | 1999 | 4 | manual(m5) | f | 21 | 29 | r | compact |
| nissan | altima | 2.4 | 1999 | 4 | auto(l4) | f | 19 | 27 | r | compact |
| nissan | altima | 2.5 | 2008 | 4 | auto(av) | f | 23 | 31 | r | midsize |
| nissan | altima | 2.5 | 2008 | 4 | manual(m6) | f | 23 | 32 | r | midsize |
| nissan | altima | 3.5 | 2008 | 6 | manual(m6) | f | 19 | 27 | p | midsize |
| nissan | altima | 3.5 | 2008 | 6 | auto(av) | f | 19 | 26 | p | midsize |
| nissan | maxima | 3.0 | 1999 | 6 | auto(l4) | f | 18 | 26 | r | midsize |
| nissan | maxima | 3.0 | 1999 | 6 | manual(m5) | f | 19 | 25 | r | midsize |
| nissan | maxima | 3.5 | 2008 | 6 | auto(av) | f | 19 | 25 | p | midsize |
| nissan | pathfinder 4wd | 3.3 | 1999 | 6 | auto(l4) | 4 | 14 | 17 | r | suv |
| nissan | pathfinder 4wd | 3.3 | 1999 | 6 | manual(m5) | 4 | 15 | 17 | r | suv |
| nissan | pathfinder 4wd | 4.0 | 2008 | 6 | auto(l5) | 4 | 14 | 20 | p | suv |
| nissan | pathfinder 4wd | 5.6 | 2008 | 8 | auto(s5) | 4 | 12 | 18 | p | suv |
| pontiac | grand prix | 3.1 | 1999 | 6 | auto(l4) | f | 18 | 26 | r | midsize |
| pontiac | grand prix | 3.8 | 1999 | 6 | auto(l4) | f | 16 | 26 | p | midsize |
| pontiac | grand prix | 3.8 | 1999 | 6 | auto(l4) | f | 17 | 27 | r | midsize |
| pontiac | grand prix | 3.8 | 2008 | 6 | auto(l4) | f | 18 | 28 | r | midsize |
| pontiac | grand prix | 5.3 | 2008 | 8 | auto(s4) | f | 16 | 25 | p | midsize |
| subaru | forester awd | 2.5 | 1999 | 4 | manual(m5) | 4 | 18 | 25 | r | suv |
| subaru | forester awd | 2.5 | 1999 | 4 | auto(l4) | 4 | 18 | 24 | r | suv |
| subaru | forester awd | 2.5 | 2008 | 4 | manual(m5) | 4 | 20 | 27 | r | suv |
| subaru | forester awd | 2.5 | 2008 | 4 | manual(m5) | 4 | 19 | 25 | p | suv |
| subaru | forester awd | 2.5 | 2008 | 4 | auto(l4) | 4 | 20 | 26 | r | suv |
| subaru | forester awd | 2.5 | 2008 | 4 | auto(l4) | 4 | 18 | 23 | p | suv |
| subaru | impreza awd | 2.2 | 1999 | 4 | auto(l4) | 4 | 21 | 26 | r | subcompact |
| subaru | impreza awd | 2.2 | 1999 | 4 | manual(m5) | 4 | 19 | 26 | r | subcompact |
| subaru | impreza awd | 2.5 | 1999 | 4 | manual(m5) | 4 | 19 | 26 | r | subcompact |
| subaru | impreza awd | 2.5 | 1999 | 4 | auto(l4) | 4 | 19 | 26 | r | subcompact |
| subaru | impreza awd | 2.5 | 2008 | 4 | auto(s4) | 4 | 20 | 25 | p | compact |
| subaru | impreza awd | 2.5 | 2008 | 4 | auto(s4) | 4 | 20 | 27 | r | compact |
| subaru | impreza awd | 2.5 | 2008 | 4 | manual(m5) | 4 | 19 | 25 | p | compact |
| subaru | impreza awd | 2.5 | 2008 | 4 | manual(m5) | 4 | 20 | 27 | r | compact |
| toyota | 4runner 4wd | 2.7 | 1999 | 4 | manual(m5) | 4 | 15 | 20 | r | suv |
| toyota | 4runner 4wd | 2.7 | 1999 | 4 | auto(l4) | 4 | 16 | 20 | r | suv |
| toyota | 4runner 4wd | 3.4 | 1999 | 6 | auto(l4) | 4 | 15 | 19 | r | suv |
| toyota | 4runner 4wd | 3.4 | 1999 | 6 | manual(m5) | 4 | 15 | 17 | r | suv |
| toyota | 4runner 4wd | 4.0 | 2008 | 6 | auto(l5) | 4 | 16 | 20 | r | suv |
| toyota | 4runner 4wd | 4.7 | 2008 | 8 | auto(l5) | 4 | 14 | 17 | r | suv |
| toyota | camry | 2.2 | 1999 | 4 | manual(m5) | f | 21 | 29 | r | midsize |
| toyota | camry | 2.2 | 1999 | 4 | auto(l4) | f | 21 | 27 | r | midsize |
| toyota | camry | 2.4 | 2008 | 4 | manual(m5) | f | 21 | 31 | r | midsize |
| toyota | camry | 2.4 | 2008 | 4 | auto(l5) | f | 21 | 31 | r | midsize |
| toyota | camry | 3.0 | 1999 | 6 | auto(l4) | f | 18 | 26 | r | midsize |
| toyota | camry | 3.0 | 1999 | 6 | manual(m5) | f | 18 | 26 | r | midsize |
| toyota | camry | 3.5 | 2008 | 6 | auto(s6) | f | 19 | 28 | r | midsize |
| toyota | camry solara | 2.2 | 1999 | 4 | auto(l4) | f | 21 | 27 | r | compact |
| toyota | camry solara | 2.2 | 1999 | 4 | manual(m5) | f | 21 | 29 | r | compact |
| toyota | camry solara | 2.4 | 2008 | 4 | manual(m5) | f | 21 | 31 | r | compact |
| toyota | camry solara | 2.4 | 2008 | 4 | auto(s5) | f | 22 | 31 | r | compact |
| toyota | camry solara | 3.0 | 1999 | 6 | auto(l4) | f | 18 | 26 | r | compact |
| toyota | camry solara | 3.0 | 1999 | 6 | manual(m5) | f | 18 | 26 | r | compact |
| toyota | camry solara | 3.3 | 2008 | 6 | auto(s5) | f | 18 | 27 | r | compact |
| toyota | corolla | 1.8 | 1999 | 4 | auto(l3) | f | 24 | 30 | r | compact |
| toyota | corolla | 1.8 | 1999 | 4 | auto(l4) | f | 24 | 33 | r | compact |
| toyota | corolla | 1.8 | 1999 | 4 | manual(m5) | f | 26 | 35 | r | compact |
| toyota | corolla | 1.8 | 2008 | 4 | manual(m5) | f | 28 | 37 | r | compact |
| toyota | corolla | 1.8 | 2008 | 4 | auto(l4) | f | 26 | 35 | r | compact |
| toyota | land cruiser wagon 4wd | 4.7 | 1999 | 8 | auto(l4) | 4 | 11 | 15 | r | suv |
| toyota | land cruiser wagon 4wd | 5.7 | 2008 | 8 | auto(s6) | 4 | 13 | 18 | r | suv |
| toyota | toyota tacoma 4wd | 2.7 | 1999 | 4 | manual(m5) | 4 | 15 | 20 | r | pickup |
| toyota | toyota tacoma 4wd | 2.7 | 1999 | 4 | auto(l4) | 4 | 16 | 20 | r | pickup |
| toyota | toyota tacoma 4wd | 2.7 | 2008 | 4 | manual(m5) | 4 | 17 | 22 | r | pickup |
| toyota | toyota tacoma 4wd | 3.4 | 1999 | 6 | manual(m5) | 4 | 15 | 17 | r | pickup |
| toyota | toyota tacoma 4wd | 3.4 | 1999 | 6 | auto(l4) | 4 | 15 | 19 | r | pickup |
| toyota | toyota tacoma 4wd | 4.0 | 2008 | 6 | manual(m6) | 4 | 15 | 18 | r | pickup |
| toyota | toyota tacoma 4wd | 4.0 | 2008 | 6 | auto(l5) | 4 | 16 | 20 | r | pickup |
| volkswagen | gti | 2.0 | 1999 | 4 | manual(m5) | f | 21 | 29 | r | compact |
| volkswagen | gti | 2.0 | 1999 | 4 | auto(l4) | f | 19 | 26 | r | compact |
| volkswagen | gti | 2.0 | 2008 | 4 | manual(m6) | f | 21 | 29 | p | compact |
| volkswagen | gti | 2.0 | 2008 | 4 | auto(s6) | f | 22 | 29 | p | compact |
| volkswagen | gti | 2.8 | 1999 | 6 | manual(m5) | f | 17 | 24 | r | compact |
| volkswagen | jetta | 1.9 | 1999 | 4 | manual(m5) | f | 33 | 44 | d | compact |
| volkswagen | jetta | 2.0 | 1999 | 4 | manual(m5) | f | 21 | 29 | r | compact |
| volkswagen | jetta | 2.0 | 1999 | 4 | auto(l4) | f | 19 | 26 | r | compact |
| volkswagen | jetta | 2.0 | 2008 | 4 | auto(s6) | f | 22 | 29 | p | compact |
| volkswagen | jetta | 2.0 | 2008 | 4 | manual(m6) | f | 21 | 29 | p | compact |
| volkswagen | jetta | 2.5 | 2008 | 5 | auto(s6) | f | 21 | 29 | r | compact |
| volkswagen | jetta | 2.5 | 2008 | 5 | manual(m5) | f | 21 | 29 | r | compact |
| volkswagen | jetta | 2.8 | 1999 | 6 | auto(l4) | f | 16 | 23 | r | compact |
| volkswagen | jetta | 2.8 | 1999 | 6 | manual(m5) | f | 17 | 24 | r | compact |
| volkswagen | new beetle | 1.9 | 1999 | 4 | manual(m5) | f | 35 | 44 | d | subcompact |
| volkswagen | new beetle | 1.9 | 1999 | 4 | auto(l4) | f | 29 | 41 | d | subcompact |
| volkswagen | new beetle | 2.0 | 1999 | 4 | manual(m5) | f | 21 | 29 | r | subcompact |
| volkswagen | new beetle | 2.0 | 1999 | 4 | auto(l4) | f | 19 | 26 | r | subcompact |
| volkswagen | new beetle | 2.5 | 2008 | 5 | manual(m5) | f | 20 | 28 | r | subcompact |
| volkswagen | new beetle | 2.5 | 2008 | 5 | auto(s6) | f | 20 | 29 | r | subcompact |
| volkswagen | passat | 1.8 | 1999 | 4 | manual(m5) | f | 21 | 29 | p | midsize |
| volkswagen | passat | 1.8 | 1999 | 4 | auto(l5) | f | 18 | 29 | p | midsize |
| volkswagen | passat | 2.0 | 2008 | 4 | auto(s6) | f | 19 | 28 | p | midsize |
| volkswagen | passat | 2.0 | 2008 | 4 | manual(m6) | f | 21 | 29 | p | midsize |
| volkswagen | passat | 2.8 | 1999 | 6 | auto(l5) | f | 16 | 26 | p | midsize |
| volkswagen | passat | 2.8 | 1999 | 6 | manual(m5) | f | 18 | 26 | p | midsize |
| volkswagen | passat | 3.6 | 2008 | 6 | auto(s6) | f | 17 | 26 | p | midsize |
# Well worth learning for table stuff!
p <- mpg %>%
ggplot(aes(x=displ,y=cty)) +
geom_point()+
geom_smooth()
ggplotly(p)
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'